Upload Date | September 18 2024 04:13 AM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 888 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Sony Xperia 5 III |
Model ID | Sony SOG05 |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.03 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
196
36.5 IPS |
|
Image Classification (HP)
|
100% |
180
33.4 IPS |
|
Image Classification (Q)
|
100% |
429
79.7 IPS |
|
Image Segmentation (SP)
|
100% |
171
2.78 IPS |
|
Image Segmentation (HP)
|
100% |
177
2.87 IPS |
|
Image Segmentation (Q)
|
98% |
532
8.65 IPS |
|
Pose Estimation (SP)
|
100% |
634
0.74 IPS |
|
Pose Estimation (HP)
|
100% |
631
0.74 IPS |
|
Pose Estimation (Q)
|
84% |
1073
1.27 IPS |
|
Object Detection (SP)
|
100% |
169
13.4 IPS |
|
Object Detection (HP)
|
100% |
168
13.3 IPS |
|
Object Detection (Q)
|
83% |
475
38.3 IPS |
|
Face Detection (SP)
|
100% |
385
4.57 IPS |
|
Face Detection (HP)
|
100% |
386
4.59 IPS |
|
Face Detection (Q)
|
95% |
913
10.9 IPS |
|
Depth Estimation (SP)
|
100% |
530
4.08 IPS |
|
Depth Estimation (HP)
|
99% |
531
4.09 IPS |
|
Depth Estimation (Q)
|
64% |
1014
9.28 IPS |
|
Style Transfer (SP)
|
89% |
1131
1.47 IPS |
|
Style Transfer (HP)
|
89% |
1131
1.47 IPS |
|
Style Transfer (Q)
|
98% |
2283
2.94 IPS |
|
Image Super-Resolution (SP)
|
100% |
316
11.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
317
11.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
608
22.5 IPS |
|
Text Classification (SP)
|
100% |
192
256.1 IPS |
|
Text Classification (HP)
|
100% |
192
255.8 IPS |
|
Text Classification (Q)
|
88% |
359
484.0 IPS |
|
Machine Translation (SP)
|
100% |
358
6.16 IPS |
|
Machine Translation (HP)
|
100% |
326
5.62 IPS |
|
Machine Translation (Q)
|
50% |
237
8.41 IPS |